Determinants of Patient Satisfaction with Hospital Services: Mediating and Moderating Effect

Authors

  • Visakha Revana Irawan Postgraduate Program in Hospital Administration Management, Faculty of Medicine, University of Pelita Harapan, Tangerang, Indonesia
  • David Susanto Postgraduate Program in Hospital Administration Management, Faculty of Medicine, University of Pelita Harapan, Tangerang, Indonesia
  • Dewi Wuisan Department of Management, Faculty of Economics and Business, University of Pelita Harapan, Tangerang, Indonesia

Keywords:

Patient Satisfaction, Patient Trust, Healthcare Quality, Hospital Services, Patient-Centred Care, Structural Equation Modelling, Indonesia.

Abstract

Patient satisfaction reflects the level of quality of health services and is influenced by the interaction between health service providers and patient-related factors. Meanwhile, evidence regarding the role of trust and patient characteristics in determining the level of patient satisfaction is still limited. The relationships between the existing dimensions of service quality, patient trust, and patient satisfaction were analyzed including the role of patient trust as a mediating variable and patient characteristics as moderating variables. The study was conducted at a hospital in West Java, Indonesia. A quantitative design was applied and conducted cross-sectionally. A total of 510 inpatients participated. Data were collected using a previously validated questionnaire. PLS-SEM was used as the data analysis method, including mediation and moderation analyses. All service quality dimensions significantly influenced patient trust, with technical quality showing the strongest effect. Patient trust significantly influenced patient satisfaction and mediated relationships between service quality dimensions and patient satisfaction. Technical quality demonstrated the strongest indirect effect. Age, gender, insurance type, socioeconomic status, and comorbidity significantly moderated the relationship between patient trust and patient satisfaction. The model explained 32.9% and 23.4% of the variance in patient trust and satisfaction, respectively. Patient trust plays a crucial role in strengthening the relationship between service quality and patient satisfaction. The strength of the relationship between trust and patient satisfaction depends on patient characteristics. Strengthening technical and non–technical aspects of healthcare services may improve trust and patient–centred outcomes. This study extends patient satisfaction research by integrating mediation and moderation mechanisms within a single structural model.

References

Agustina, R., Dartanto, T., Sitompul, R., Susiloretni, K.A., Suparmi, Achadi, E.L. et al. 2019, ‘Universal health coverage in Indonesia: concept, progress, and challenges’, The Lancet, 393(10166), pp. 75–102. https://doi.org/10.1016/S0140-6736(18)31647-7

Al–Abri, R. & Al–Balushi, A. 2014, ‘Patient satisfaction survey as a tool towards quality improvement’, Oman Medical Journal, 29(1), pp. 3–7. https://doi.org/10.5001/omj.2014.02

Anhang Price, R., Elliott, M.N., Zaslavsky, A.M., Hays, R.D., Lehrman, W.G., Rybowski, L. et al. 2014, ‘Examining the role of patient experience surveys in measuring health care quality’, Medical Care Research and Review, 71(5), pp. 522–554. https://doi.org/10.1177/1077558714541480

Batbaatar, E., Dorjdagva, J., Luvsannyam, A., Savino, M.M. & Amenta, P. 2017, ‘Determinants of patient satisfaction: A systematic review’, Perspectives in Public Health, 137(2), pp. 89–101. https://doi.org/10.1177/1757913916634136

Bleustein, C., Rothschild, D.B., Valen, A., Valaitis, E., Schweitzer, L. & Jones, R. 2014, ‘Wait times, patient satisfaction scores, and the perception of care’, The American Journal of Managed Care, 20(5), pp. 393–400.

Burgener, A.M. 2017, ‘Enhancing communication to improve patient safety and increase patient satisfaction’, Health Care Management, 36(3), pp. 238–243. https://doi.org/10.1097/HCM.0000000000000165

Cui, J., Du, J., Zhang, N. & Liang, Z. 2025, ‘National patient satisfaction survey as a predictor for quality of care and quality improvement: Experience and practice’, Patient Preference and Adherence, 19, pp. 193–206. https://doi.org/10.2147/PPA.S496684

DeParle, N.A., Keehan, S.C., Trish, E., Harris, J., Katz, M., Lindsay, S. et al. 2024, The evolving role of hospitals and health systems in community health and emergency preparedness, Aspen Institute, Washington, DC. https://doi.org/10.25549/7wre-4s48

Doyle, C., Lennox, L. & Bell, D. 2013, ‘A systematic review of evidence on the links between patient experience and clinical safety and effectiveness’, BMJ Open, 3, e001570. https://doi.org/10.1136/bmjopen-2012-001570

Du, L., Xu, J., Chen, X., Zhu, X., Zhang, Y., Wu, R. et al. 2020, ‘Rebuild doctor–patient trust in medical service delivery in China’, Scientific Reports, 10(1), p. 21956. https://doi.org/10.1038/s41598-020-78921-y

Ghotbabadi, A.R., Feiz, S. & Baharun, R. 2015, ‘Service quality measurements: A review’, International Journal of Academic Research in Business and Social Sciences, 5(2), pp. 267–286. https://doi.org/10.6007/IJARBSS/v5-i2/1484

Hall, M.A., Dugan, E., Zheng, B. & Mishra, A.K. 2001, ‘Trust in physicians and medical institutions’, The Milbank Quarterly, 79(4), pp. 613–639. https://doi.org/10.1111/1468-0009.00223

Imaninda, V. & Azwar, S. 2016, ‘Modification of the patient satisfaction questionnaire short form (PSQ–18) into Indonesian’, Gadjah Mada Journal of Psychology, 1(1), pp. 8–21. https://doi.org/10.22146/gamajop.31864

Jamshidi, S., Parker, J.S. & Hashemi, S. 2020, ‘The effects of environmental factors on patient outcomes in hospital environments: A review of literature’, Frontiers of Architectural Research, 9(2), pp. 249–263. https://doi.org/10.1016/j.foar.2019.10.001

Kalaja, R. 2023, ‘Determinants of patient satisfaction with health care: A literature review’, European Natural Sciences and Medicine, 6(1), pp. 43–54. https://doi.org/10.2478/ejnsm-2023-0005

Kaye, D.R., Richardson, C.R., Ye, Z., Herrel, L.A., Ellimoottil, C. & Miller, D.C. 2017, ‘Association between patient satisfaction and short–term outcomes after major cancer surgery’, Annals of Surgical Oncology, 24, pp. 3486–3493. https://doi.org/10.1245/s10434-017-6049-2

Kennedy, G.D., Tevis, S.E. & Kent, K.C. 2014, ‘Is there a relationship between patient satisfaction and favorable outcomes?’, Annals of Surgery, 260(4), pp. 592–600. https://doi.org/10.1097/SLA.0000000000000932

Kruk, M.E., Gage, A.D., Arsenault, C., Jordan, K., Leslie, H.H., Roder–DeWan, S. et al. 2018, ‘High–quality health systems in the Sustainable Development Goals era: Time for a revolution’, The Lancet, 392(10160), pp. 2203–2212. https://doi.org/10.1016/S2214-109X(18)30386-3

Lee, A.V., Moriarty, J.P., Borgstrom, C. & Horwitz, L.I. 2010, ‘What can we learn from patient dissatisfaction? Analysis of dissatisfying events at an academic medical center’, Journal of Hospital Medicine, 5(9), pp. 514–520. https://doi.org/10.1002/jhm.861

Manary, M.P., Boulding, W., Staelin, R. & Glickman, S.W. 2013, ‘The patient experience and health outcomes’, The New England Journal of Medicine, 368, pp. 201–203. https://doi.org/10.1056/NEJMp1211775

Marshall, G.N. & Hays, R.D. 1994, The patient satisfaction questionnaire short–form (PSQ–18), RAND, Santa Monica, CA.

McFarland, D.C., Ornstein, K. & Holcombe, R.F. 2015, ‘Demographic factors and hospital size predict patient satisfaction variance: Implications for hospital value–based purchasing’, Journal of Hospital Medicine, 10(8), pp. 503–509. https://doi.org/10.1002/jhm.2371

Ministry of Health of the Republic of Indonesia 2008, Keputusan Menteri Kesehatan Republik Indonesia Nomor 129/Menkes/SK/II/2008 tentang Standar Pelayanan Minimal Rumah Sakit, Ministry of Health of the Republic of Indonesia, Jakarta.

Nugraha, R.A., Paskarini, I. & Tualeka, A.R. 2025, ‘Comparison between health systems of Indonesia and Singapore: A systematic review’, Malaysian Indonesian Nursing and Health Journal, 8(8), pp. 1044–1057. https://doi.org/10.33024/minh.v8i8.1146

Ozawa, S. & Sripad, P. 2013, ‘How do you measure trust in the health system? A systematic review of the literature’, Social Science & Medicine, 91, pp. 10–14. https://doi.org/10.1016/j.socscimed.2013.05.005

Prabhu, K.L., Cleghorn, M.C., Elnahas, A., Tse, A., Maeda, A., Quereshy, F.A. et al. 2018, ‘Is quality important to our patients? The relationship between surgical outcomes and patient satisfaction’, BMJ Quality & Safety, 27(1), pp. 48–52. https://doi.org/10.1136/bmjqs-2017-007071

Sari, N., Omar, M., Pasinringi, S.A., Zulkifli, A. & Sidin, A.I. 2023, ‘Developing hospital resilience domains in facing disruption era in Indonesia: A qualitative study’, BMC Health Services Research, 23, p. 1395. https://doi.org/10.1186/s12913-023-10416-8

Street Jr, R.L., Makoul, G., Arora, N.K. & Epstein, R.M. 2009, ‘How does communication heal? Pathways linking clinician–patient communication to health outcomes’, Patient Education and Counseling, 74(3), pp. 295–301. https://doi.org/10.1016/j.pec.2008.11.015

Sumaedi, S., Yarmen, M. & Bakti, I.G.M.Y. 2016, ‘Healthcare service quality model: A review’, International Journal of Productivity and Performance Management, 65(8), pp. 1007–1024. https://doi.org/10.1108/IJPPM-08-2014-0126

Xesfingi, S. & Vozikis, A. 2016, ‘Patient satisfaction with the healthcare system: Assessing the impact of socioeconomic and healthcare provision factors’, BMC Health Services Research, 16, p. 94. https://doi.org/10.1186/s12913-016-1327-4

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Published

2026-07-02

How to Cite

Irawan, V. R., Susanto, D., & Wuisan, D. (2026). Determinants of Patient Satisfaction with Hospital Services: Mediating and Moderating Effect. TEC EMPRESARIAL, 21(2), 232–248. Retrieved from https://revistas.tec-ac.cr/index.php/tec_empresarial/article/view/865